{"id":"W4313488591","doi":"10.1089/neu.2022.0409","title":"Trends in the Use of Corticosteroids in the Management of Acute Spinal Cord Injury in North American Clinical Trials Network Sites","year":2023,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Methylprednisolone; Neuroprotection; Clinical trial; Spinal cord injury; Clinical Practice; Intensive care medicine; Spinal cord; Internal medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007261719,0.0001551005,0.001042525,0.0008391705,0.00002083942,0.0000274612,0.0005562791,0.00004394242,0.00001852862],"category_scores_gemma":[0.000586108,0.00008689171,0.0003582952,0.004112255,0.0002359996,0.0001209814,0.0001023263,0.001103427,0.000003047277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000478,"about_ca_system_score_gemma":0.00006170916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005288966,"about_ca_topic_score_gemma":0.0001763515,"domain_scores_codex":[0.9938211,0.00210049,0.002504799,0.000186327,0.001015796,0.0003714604],"domain_scores_gemma":[0.9971283,0.001156664,0.001073983,0.0004406784,0.0001186224,0.00008174057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04477209,0.0006883396,0.6345923,0.00007421103,0.0002129137,0.003186339,0.0001492996,0.00009116175,0.0004145717,0.00001904632,0.003560006,0.3122397],"study_design_scores_gemma":[0.002028719,0.02477163,0.9710432,0.0002523261,0.0001846371,0.0001274769,0.0003131132,0.0002033694,0.00002729534,0.00001712508,0.0009705823,0.00006057246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964718,0.00003982539,0.000005461618,0.00277851,0.0001501708,0.0004756851,0.00001006657,0.000003924986,0.00006450697],"genre_scores_gemma":[0.9975759,0.001138738,0.0002809549,0.0007183806,0.0002140795,0.00001371787,0.000004284216,0.00001701723,0.00003693863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3364508,"threshold_uncertainty_score":0.4793902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4974134106007572,"score_gpt":0.54724164076651,"score_spread":0.04982823016575288,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}